{"id":"W4211044653","doi":"10.26530/oapen_628130","title":"Burdened By Race","year":2009,"lang":"en","type":"book","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"South African History and Culture","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Trent University","funders":"","keywords":"Race (biology); Geography; Gender studies; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009577663,0.0004251517,0.0008343044,0.0001877806,0.001110655,0.001689047,0.004989596,0.0003210965,0.0240892],"category_scores_gemma":[0.0002808911,0.0004609567,0.0002307804,0.0002385516,0.0007208868,0.002675615,0.0004834074,0.0004486745,0.001619788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000830253,"about_ca_system_score_gemma":0.002625453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007039554,"about_ca_topic_score_gemma":0.0009271959,"domain_scores_codex":[0.9968525,0.0003779995,0.0006448412,0.0007278206,0.0009791359,0.0004177282],"domain_scores_gemma":[0.9976762,0.000233732,0.0007687587,0.0006169122,0.0004357744,0.0002686226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001233619,0.0001625125,0.0001767989,0.00006892918,0.0001987029,0.00001162524,0.007785539,0.000002942046,0.00008659728,0.1889549,0.7203355,0.08209261],"study_design_scores_gemma":[0.0003818364,0.00002643633,0.000131864,0.0001399216,0.00008971529,4.297839e-7,0.0004049821,4.762902e-7,0.00006164035,0.006574501,0.9916419,0.0005462634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000186471,0.0004576255,0.00001846304,0.0003012256,0.0006474082,0.00126165,0.00001044926,0.0001268883,0.9969898],"genre_scores_gemma":[0.00220937,0.0001655516,0.0001014256,0.0006705064,0.0005019854,0.00008216588,0.0005922662,0.00005703342,0.9956197],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2713065,"threshold_uncertainty_score":0.9997842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334696207970171,"score_gpt":0.3932818020802566,"score_spread":0.3299348400005549,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}